// Auction Market Mechanisms workflows for quantitative research, implementation, and production controls. use when tasks involve opening and closing auction imbalance behavior.
| name | auction-market-mechanisms |
| description | Auction Market Mechanisms workflows for quantitative research, implementation, and production controls. use when tasks involve opening and closing auction imbalance behavior. |
Execute auction market mechanisms work with reproducible research, explicit controls, and deployable outputs.
python scripts/auction_market_mechanisms_diagnostics.py input.csv --output diagnostics.json and keep the json artifact.references/auction-market-mechanisms-playbook.md with assumptions, tests, limits, and rollout plan.scripts/auction_market_mechanisms_diagnostics.py for deterministic diagnostics.references/auction-market-mechanisms-playbook.md for the domain-specific checklist and delivery structure.Algorithm selection efficient frontier workflows for choosing execution algorithms based on cost-risk tradeoffs and order difficulty. use when tasks involve selecting between execution algos under explicit utility constraints.
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